On the robustness of real-time myoelectric control investigations: a multiday Fitts’ law approach
作者: Asim WarisIrene MendezKevin EnglehartWinnie JensenErnest Nlandu Kamavuako
作者单位: 1SMI, Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
2SMME, National University of Sciences and Technology, Islamabad, Pakistan
3Institute of Biomedical Engineering, University of New Brunswick, Fredericton, Canada
4Department of Informatics, Center for Robotics Research, King’s College London, London, United Kingdom
刊名: Journal of Neural Engineering, 2019, Vol.16 (2)
来源数据库: Institute of Physics Journal
DOI: 10.1088/1741-2552/aae9d4
原始语种摘要: Objective . Real-time myoelectric experimental protocol is considered as a means to quantify usability of myoelectric control schemes. While usability should be considered over time to assure clinical robustness, all real-time studies reported thus far are limited to a single session or day and thus the influence of time on real-time performance is still unexplored. In this study, the aim was to develop a novel experimental protocol to quantify the effect of time on real-time performance measures over multiple days using a Fitts’ law approach. Approach . Four metrics: throughput, completion rate, path efficiency and overshoot, were assessed using three train-test strategies: (i) an artificial neural network (ANN) classifier was trained on data collected from the previous day and tested on...
全文获取路径: IOP  (合作)
影响因子:3.282 (2012)

  • approach 
  • robustness 坚固性
  • myoelectric 肌电的
  • control 控制
  • protocol 日态
  • over 在上方
  • trained 受过训练的
  • develop 发展
  • usability 合用性
  • previous 先前的